trapped - Story 153563 | Emotion Vectors in Gemma4-31B

"Mom, can I please change my party date?" Chloe pleaded, her voice a thin, reedy sound. The words felt like a tiny seed stuck in her throat. She had envisioned a whimsical garden tea party, balloons, and cake, but now, the prospect filled her with dread. Her arch-rival, Brianna, had conveniently scheduled a roller-skating extravaganza on the exact same date.

Her mother's smile didn't reach her eyes. "Darling, everything's already planned." The apartment felt smaller, the walls closing in.

Chloe hugged her knees to her chest on the floral couch. She closed her eyes, imagining the wind in her hair and the feeling of freedom. It felt so far away.

Emotion: trapped

Cluster: Sadness / Despair

PC1 (Valence): -3.02 Negative

PC2 (Disposition): -0.80

Role in Research

This story is one of 1,000 stories generated for the emotion trapped. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 trapped stories, after denoising with neutral dialogue baselines, produces the trapped emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the trapped vector is projected through the unembedding matrix.

Promoted:

`S`	0.573
`ness`	0.401
`无法`	0.366
`hopeless`	0.360
`😞`	0.353

Suppressed:

`la`	-0.740
`de`	-0.376
`l`	-0.339
`several`	-0.323
`excitedly`	-0.322